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image-super-resolution
thera-edsr-plus / README.md
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license: apache-2.0
pipeline_tag: image-to-image
tags:
  - image-super-resolution

thera-edsr-plus

Overview

This is a model from the paper Thera: Aliasing-Free Arbitrary-Scale Super-Resolution with Neural Heat Fields. It enables SOTA arbitrary-scale super-resolution, leveraging a built-in analytically correct observation model for anti-aliasing when moving across scales.

Model Details

  • Description: This model can be used to enable super-resolution of single images at arbitrary, non-integer scaling factors.
  • Backbone: EDSR-baseline
  • Variant: Plus
  • Training Dataset: DIV2K

License

Apache-2.0